CGTS: graph transformer-based anomaly detection in controller area networks

CGTS: graph transformer-based anomaly detection in controller area networks

Abstract Anomaly detection in the Controller Area Network (CAN) bus is critical for ensuring the security and reliability of intelligent connected vehicles, which are increasingly prevalent. While existing anomaly detection strategies offer some benefits, they often face challenges such as limited f...

Full description

Saved in:
Bibliographic Details
Main Authors: Xue Zhou, Guihe Qin, Yanhua Liang, Jiaru Song, Wanning Liu, Qingxin Liu
Format: Article
Language:English
Published: SpringerOpen 2025-08-01
Series:Cybersecurity
Subjects:
In-vehicle network
Intrusion detection
Graph transformer
CAN bus
Online Access:https://doi.org/10.1186/s42400-025-00365-6
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1186/s42400-025-00365-6

Similar Items